Noise level is10
Iteration 	1
UserLimit
Best Bound 	15947.650330148854
Time taken 	7208.404414892197
Error 	NaN
loss 	NaN
Error wrt the true objective 	Any[0.012996573563701059]
Runtime	7209.2414429187775
Error wrt the random objective 	Any[0.01362248240805832]
Test set error 	1.0
--------------------------------------
Iteration 	1
UserLimit
Best Bound 	15919.043083800916
Time taken 	7208.794270992279
Error 	NaN
loss 	NaN
Error wrt the true objective 	Any[0.012996573563701059]
Runtime	7208.867324113846
Error wrt the random objective 	Any[0.01362248240805832]
Test set error 	1.0
--------------------------------------
Iteration 	1
UserLimit
Best Bound 	15948.922813733789
Time taken 	7208.015007019043
Error 	NaN
loss 	NaN
Error wrt the true objective 	Any[0.012996573563701059]
Runtime	7208.07008099556
Error wrt the random objective 	Any[0.01362248240805832]
Test set error 	1.0
--------------------------------------
Iteration 	1
UserLimit
Best Bound 	15956.791313021631
Time taken 	7206.971369981766
Error 	NaN
loss 	NaN
Error wrt the true objective 	Any[0.012996573563701059]
Runtime	7207.039683103561
Error wrt the random objective 	Any[0.01362248240805832]
Test set error 	1.0
--------------------------------------
Iteration 	1
UserLimit
Best Bound 	15922.077910744269
Time taken 	7208.147614002228
Error 	NaN
loss 	NaN
Error wrt the true objective 	Any[0.012996573563701059]
Runtime	7208.202378034592
Error wrt the random objective 	Any[0.01362248240805832]
Test set error 	1.0
--------------------------------------
Iteration 	1
UserLimit
Best Bound 	16026.836871249021
Time taken 	7208.298583030701
Error 	NaN
loss 	NaN
Error wrt the true objective 	Any[0.012996573563701059]
Runtime	7208.3619639873505
Error wrt the random objective 	Any[0.01362248240805832]
Test set error 	1.0
--------------------------------------
Iteration 	1
UserLimit
Best Bound 	15964.375918703983
Time taken 	7212.378527879715
Error 	NaN
loss 	NaN
Error wrt the true objective 	Any[0.012996573563701059]
Runtime	7212.429507017136
Error wrt the random objective 	Any[0.01362248240805832]
Test set error 	1.0
--------------------------------------
Iteration 	1
UserLimit
Best Bound 	15990.449296471743
Time taken 	7205.834136962891
Error 	NaN
loss 	NaN
Error wrt the true objective 	Any[0.012996573563701059]
Runtime	7205.897154092789
Error wrt the random objective 	Any[0.01362248240805832]
Test set error 	1.0
--------------------------------------
Iteration 	1
UserLimit
Best Bound 	16017.2948667144
Time taken 	7207.956143856049
Error 	NaN
loss 	NaN
Error wrt the true objective 	Any[0.012996573563701059]
Runtime	7208.010610818863
Error wrt the random objective 	Any[0.01362248240805832]
Test set error 	1.0
--------------------------------------
Iteration 	1
UserLimit
Best Bound 	15958.313841769172
Time taken 	7215.2870280742645
Error 	NaN
loss 	NaN
Error wrt the true objective 	Any[0.012996573563701059]
Runtime	7278.508936882019
Error wrt the random objective 	Any[0.01362248240805832]
Test set error 	1.0
--------------------------------------
Noise level is20
Iteration 	1
UserLimit
Best Bound 	3982.6754169418377
Time taken 	7208.6872770786285
Error 	NaN
loss 	NaN
Error wrt the true objective 	Any[0.012996573563701059]
Runtime	7208.741011142731
Error wrt the random objective 	Any[0.01362248240805832]
Test set error 	1.0
--------------------------------------
Iteration 	1
UserLimit
Best Bound 	3978.3148415182845
Time taken 	7213.432499885559
Error 	NaN
loss 	NaN
Error wrt the true objective 	Any[0.012996573563701059]
Runtime	7213.500266075134
Error wrt the random objective 	Any[0.01362248240805832]
Test set error 	1.0
--------------------------------------
Iteration 	1
UserLimit
Best Bound 	3980.8098637744374
Time taken 	7209.321688890457
Error 	NaN
loss 	NaN
Error wrt the true objective 	Any[0.012996573563701059]
Runtime	7209.376354217529
Error wrt the random objective 	Any[0.01362248240805832]
Test set error 	1.0
--------------------------------------
Iteration 	1
Optimal
Best Bound 	3987.931162775385
Time taken 	2850.560662984848
Error 	0.000338320687566847
loss 	3987.9311627756188
Iteration 	2
Optimal
Best Bound 	3987.932321809356
Time taken 	2312.837191104889
Error 	1.3433019751770814e-7
loss 	3987.9323218095683
Error wrt the true objective 	Any[0.00014232990206504946, 2.151211327128255e-11]
Runtime	5167.940338134766
Error wrt the random objective 	Any[0.004031124349482308, 0.004009408076091674]
Test set error 	0.43
--------------------------------------
Iteration 	1
Optimal
Best Bound 	3987.686833223644
Time taken 	2706.6553750038147
Error 	0.07610187754239735
loss 	3987.686833223644
Iteration 	2
UserLimit
Best Bound 	3987.6185186425428
Time taken 	7205.497688055038
Error 	NaN
loss 	NaN
Error wrt the true objective 	Any[1.8341145729416225e-5, 0.012996573563701059]
Runtime	9913.983330011368
Error wrt the random objective 	Any[0.003937047978443086, 0.01362248240805832]
Test set error 	0.62
--------------------------------------
Iteration 	1
UserLimit
Best Bound 	4003.820192706763
Time taken 	7205.651484012604
Error 	NaN
loss 	NaN
Error wrt the true objective 	Any[0.012996573563701059]
Runtime	7205.701721191406
Error wrt the random objective 	Any[0.01362248240805832]
Test set error 	1.0
--------------------------------------
Iteration 	1
UserLimit
Best Bound 	3982.3145307619934
Time taken 	7207.147906064987
Error 	NaN
loss 	NaN
Error wrt the true objective 	Any[0.012996573563701059]
Runtime	7207.21572804451
Error wrt the random objective 	Any[0.01362248240805832]
Test set error 	1.0
--------------------------------------
Iteration 	1
Optimal
Best Bound 	3968.033823310703
Time taken 	1901.6982960700989
Error 	0.017685208532774308
loss 	3968.0338233107645
Iteration 	2
UserLimit
Best Bound 	3967.8759987029375
Time taken 	7205.650014162064
Error 	NaN
loss 	NaN
Error wrt the true objective 	Any[2.2123502266269135e-9, 0.012996573563701059]
Runtime	9109.063503026962
Error wrt the random objective 	Any[0.0038194259566031955, 0.01362248240805832]
Test set error 	0.46
--------------------------------------
Iteration 	1
UserLimit
Best Bound 	3991.131616821714
Time taken 	7205.251192808151
Error 	NaN
loss 	NaN
Error wrt the true objective 	Any[0.012996573563701059]
Runtime	7205.318339109421
Error wrt the random objective 	Any[0.01362248240805832]
Test set error 	1.0
--------------------------------------
Iteration 	1
UserLimit
Best Bound 	4013.549683729921
Time taken 	7205.893785953522
Error 	NaN
loss 	NaN
Error wrt the true objective 	Any[0.012996573563701059]
Runtime	7205.960023164749
Error wrt the random objective 	Any[0.01362248240805832]
Test set error 	1.0
--------------------------------------
Noise level is100
Iteration 	1
Optimal
Best Bound 	398.34417157647295
Time taken 	28.618408203125
Error 	1.2672046806192506e-7
loss 	398.3441715904623
Iteration 	2
Optimal
Best Bound 	398.3562015263524
Time taken 	27.83625888824463
Error 	0.011828615746193306
loss 	398.3562015464459
Error wrt the true objective 	Any[5.3625529364276225e-11, 1.8876063445786087e-5]
Runtime	59.01967787742615
Error wrt the random objective 	Any[0.003855747411354927, 0.003852585271888023]
Test set error 	0.47
--------------------------------------
Iteration 	1
UserLimit
Best Bound 	398.87960800224624
Time taken 	7208.123180150986
Error 	NaN
loss 	NaN
Error wrt the true objective 	Any[0.012996573563701059]
Runtime	7208.192097902298
Error wrt the random objective 	Any[0.01362248240805832]
Test set error 	1.0
--------------------------------------
Iteration 	1
Optimal
Best Bound 	403.9006474986359
Time taken 	402.83392691612244
Error 	0.00329933717385189
loss 	403.9006474986359
Iteration 	2
Optimal
Best Bound 	403.90630817382583
Time taken 	407.5834369659424
Error 	0.012863662072961453
loss 	403.90630817382583
Error wrt the true objective 	Any[1.569673696577567e-9, 3.8234690958611345e-6]
Runtime	812.9882509708405
Error wrt the random objective 	Any[0.003959179223187366, 0.003963067453162409]
Test set error 	0.48
--------------------------------------
Iteration 	1
Optimal
Best Bound 	396.7976888449157
Time taken 	487.76511693000793
Error 	0.008554312123324023
loss 	396.79768884493376
Iteration 	2
Optimal
Best Bound 	396.79821412998155
Time taken 	91.05486702919006
Error 	0.0037705175666350767
loss 	396.79821412999365
Error wrt the true objective 	Any[2.099691160896075e-6, 2.0950019322518026e-6]
Runtime	581.3584580421448
Error wrt the random objective 	Any[0.0040196740686815405, 0.004011607849276379]
Test set error 	0.5
--------------------------------------
Iteration 	1
Optimal
Best Bound 	397.3445045385379
Time taken 	204.8393051624298
Error 	1.290439535945423e-7
loss 	397.3445045585452
Iteration 	2
Optimal
Best Bound 	397.35119807309457
Time taken 	2263.608617067337
Error 	0.01202537618845884
loss 	397.3511980931396
Error wrt the true objective 	Any[1.4306883802661652e-11, 2.0447574189397244e-11]
Runtime	2471.2305641174316
Error wrt the random objective 	Any[0.004163312156501077, 0.004164373967771749]
Test set error 	0.49
--------------------------------------
Iteration 	1
Optimal
Best Bound 	398.43971262435787
Time taken 	468.10741209983826
Error 	1.1363752978217659e-7
loss 	398.43971262435787
Iteration 	2
Optimal
Best Bound 	398.47675671407217
Time taken 	465.65678095817566
Error 	0.01899767486849839
loss 	398.47675671407217
Error wrt the true objective 	Any[1.4437669809685971e-12, 2.377757422409449e-5]
Runtime	936.7700560092926
Error wrt the random objective 	Any[0.003921010130629609, 0.00399977935218428]
Test set error 	0.58
--------------------------------------
Iteration 	1
Optimal
Best Bound 	399.4164882725264
Time taken 	407.1789610385895
Error 	1.4424672411680496e-7
loss 	399.4164882725264
Iteration 	2
Optimal
Best Bound 	399.4297728723377
Time taken 	1937.7503509521484
Error 	0.019234420102504268
loss 	399.42977288577055
Error wrt the true objective 	Any[2.7261498614095103e-11, 3.7395295020281605e-10]
Runtime	2347.52068400383
Error wrt the random objective 	Any[0.0039989680895993664, 0.00399775126271933]
Test set error 	0.58
--------------------------------------
Iteration 	1
Optimal
Best Bound 	399.33210550892807
Time taken 	348.6413571834564
Error 	1.1917522767187067e-7
loss 	399.3321055089343
Iteration 	2
Optimal
Best Bound 	399.4568944914401
Time taken 	625.5714910030365
Error 	0.03319741655740678
loss 	399.4568944914401
Error wrt the true objective 	Any[1.5194512315019892e-12, 7.632997467584696e-6]
Runtime	976.7105238437653
Error wrt the random objective 	Any[0.0039582030697171856, 0.003953019377784339]
Test set error 	0.51
--------------------------------------
Iteration 	1
Optimal
Best Bound 	399.5368171429661
Time taken 	419.3410770893097
Error 	0.006390011465166585
loss 	399.5368171429661
Iteration 	2
UserLimit
Best Bound 	399.5119394952977
Time taken 	7220.425168991089
Error 	NaN
loss 	NaN
Error wrt the true objective 	Any[1.3833890589082937e-5, 0.012996573563701059]
Runtime	7641.4285271167755
Error wrt the random objective 	Any[0.004031894933557514, 0.01362248240805832]
Test set error 	0.48
--------------------------------------
Iteration 	1
Optimal
Best Bound 	399.90781689282966
Time taken 	411.41331911087036
Error 	0.01572959875770591
loss 	399.90781689289196
Iteration 	2
Optimal
Best Bound 	399.91011249601246
Time taken 	501.27384877204895
Error 	1.3251677496074333e-7
loss 	399.9101124960772
Error wrt the true objective 	Any[4.964912507163244e-9, 3.4050037095445518e-12]
Runtime	915.2486197948456
Error wrt the random objective 	Any[0.003811499443057833, 0.0038082016530558913]
Test set error 	0.46
--------------------------------------
